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[DesireCourse.Com] Udemy - Complete linear algebra theory and implementation

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DesireCourse Com Udemy Complete linear algebra theory and implementation

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File Name

Size

1. Introductions/1. What is linear algebra.mp4

64.83MB

1. Introductions/1. What is linear algebra.srt

9.96KB

1. Introductions/1. What is linear algebra.vtt

8.84KB

1. Introductions/2. Linear algebra applications.mp4

29.58MB

1. Introductions/2. Linear algebra applications.srt

7.44KB

1. Introductions/2. Linear algebra applications.vtt

6.64KB

1. Introductions/3. How best to learn from this course.mp4

26.98MB

1. Introductions/3. How best to learn from this course.srt

5.67KB

1. Introductions/3. How best to learn from this course.vtt

5.05KB

1. Introductions/4. Using MATLAB, Octave, or Python in this course.mp4

21.2MB

1. Introductions/4. Using MATLAB, Octave, or Python in this course.srt

5.01KB

1. Introductions/4. Using MATLAB, Octave, or Python in this course.vtt

4.47KB

1. Introductions/5. Leaving reviews, course coupons.mp4

17.84MB

1. Introductions/5. Leaving reviews, course coupons.srt

2.96KB

1. Introductions/5. Leaving reviews, course coupons.vtt

2.71KB

10. Projections and orthogonalization/1. Exercises + code.html

76B

10. Projections and orthogonalization/1.1 linalg_projorth.zip.zip

288.29KB

10. Projections and orthogonalization/2. Projections in R^2.mp4

52.35MB

10. Projections and orthogonalization/2. Projections in R^2.srt

12.31KB

10. Projections and orthogonalization/2. Projections in R^2.vtt

10.71KB

10. Projections and orthogonalization/3. Projections in R^N.mp4

75.55MB

10. Projections and orthogonalization/3. Projections in R^N.srt

17.75KB

10. Projections and orthogonalization/3. Projections in R^N.vtt

15.5KB

10. Projections and orthogonalization/4. Orthogonal and parallel vector components.mp4

47.44MB

10. Projections and orthogonalization/4. Orthogonal and parallel vector components.srt

14.19KB

10. Projections and orthogonalization/4. Orthogonal and parallel vector components.vtt

12.49KB

10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.mp4

47.57MB

10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.srt

10.44KB

10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.vtt

9.08KB

10. Projections and orthogonalization/6. Orthogonal matrices.mp4

55.44MB

10. Projections and orthogonalization/6. Orthogonal matrices.srt

16.99KB

10. Projections and orthogonalization/6. Orthogonal matrices.vtt

14.92KB

10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.mp4

67.62MB

10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.srt

19.71KB

10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.vtt

17.14KB

10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.mp4

13.39MB

10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.srt

2.79KB

10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.vtt

2.48KB

10. Projections and orthogonalization/9. Code challenge Inverse via QR.mp4

47.85MB

10. Projections and orthogonalization/9. Code challenge Inverse via QR.srt

9.3KB

10. Projections and orthogonalization/9. Code challenge Inverse via QR.vtt

8.14KB

11. Least-squares for model-fitting in statistics/1. Exercises + code.html

86B

11. Least-squares for model-fitting in statistics/1.1 linalg_leastsquares.zip.zip

315.41KB

11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4

106.77MB

11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.srt

16.53KB

11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.vtt

14.52KB

11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.mp4

49.1MB

11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.srt

12.76KB

11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.vtt

11.21KB

11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.mp4

34.74MB

11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.srt

9.78KB

11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.vtt

8.64KB

11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.mp4

46.89MB

11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.srt

13.2KB

11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.vtt

11.62KB

11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.mp4

30.92MB

11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.srt

8.29KB

11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.vtt

7.29KB

11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4

81.33MB

11. Least-squares for model-fitting in statistics/7. Least-squares application 1.srt

15.05KB

11. Least-squares for model-fitting in statistics/7. Least-squares application 1.vtt

13.17KB

11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4

133.29MB

11. Least-squares for model-fitting in statistics/8. Least-squares application 2.srt

23.05KB

11. Least-squares for model-fitting in statistics/8. Least-squares application 2.vtt

20.25KB

12. Eigendecomposition/1. Exercises + code.html

33B

12. Eigendecomposition/1.1 linalg_eig.zip.zip

302.56KB

12. Eigendecomposition/10. Matrix powers via diagonalization.mp4

99.58MB

12. Eigendecomposition/10. Matrix powers via diagonalization.srt

19.99KB

12. Eigendecomposition/10. Matrix powers via diagonalization.vtt

17.42KB

12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.mp4

55.81MB

12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.srt

10.84KB

12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.vtt

9.51KB

12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.mp4

64.79MB

12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.srt

14.86KB

12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.vtt

12.9KB

12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.mp4

73.79MB

12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.srt

18.14KB

12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.vtt

15.86KB

12. Eigendecomposition/14. Eigendecomposition of singular matrices.mp4

15.75MB

12. Eigendecomposition/14. Eigendecomposition of singular matrices.srt

5.27KB

12. Eigendecomposition/14. Eigendecomposition of singular matrices.vtt

4.68KB

12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.mp4

24.12MB

12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.srt

6.9KB

12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.vtt

6.04KB

12. Eigendecomposition/16. Generalized eigendecomposition.mp4

61.91MB

12. Eigendecomposition/16. Generalized eigendecomposition.srt

13.38KB

12. Eigendecomposition/16. Generalized eigendecomposition.vtt

11.74KB

12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4

85.51MB

12. Eigendecomposition/2. What are eigenvalues and eigenvectors.srt

17.02KB

12. Eigendecomposition/2. What are eigenvalues and eigenvectors.vtt

15.01KB

12. Eigendecomposition/3. Finding eigenvalues.mp4

73.11MB

12. Eigendecomposition/3. Finding eigenvalues.srt

19.39KB

12. Eigendecomposition/3. Finding eigenvalues.vtt

16.93KB

12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.mp4

8.63MB

12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.srt

2.41KB

12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.vtt

2.13KB

12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.mp4

25.62MB

12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.srt

6.98KB

12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.vtt

6.08KB

12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.mp4

39.64MB

12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.srt

8.16KB

12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.vtt

7.13KB

12. Eigendecomposition/7. Finding eigenvectors.mp4

64.81MB

12. Eigendecomposition/7. Finding eigenvectors.srt

15.08KB

12. Eigendecomposition/7. Finding eigenvectors.vtt

13.29KB

12. Eigendecomposition/8. Eigendecomposition by hand two examples.mp4

51.82MB

12. Eigendecomposition/8. Eigendecomposition by hand two examples.srt

14.12KB

12. Eigendecomposition/8. Eigendecomposition by hand two examples.vtt

12.31KB

12. Eigendecomposition/9. Diagonalization.mp4

47.37MB

12. Eigendecomposition/9. Diagonalization.srt

12.47KB

12. Eigendecomposition/9. Diagonalization.vtt

10.99KB

13. Singular value decomposition/1. Exercises + code.html

26B

13. Singular value decomposition/1.1 linalg_svd.zip.zip

330.96KB

13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.mp4

78.72MB

13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.srt

14.61KB

13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.vtt

12.8KB

13. Singular value decomposition/2. Singular value decomposition (SVD).mp4

74.4MB

13. Singular value decomposition/2. Singular value decomposition (SVD).srt

15.56KB

13. Singular value decomposition/2. Singular value decomposition (SVD).vtt

13.63KB

13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4

79.2MB

13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.srt

15.65KB

13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt

13.6KB

13. Singular value decomposition/4. SVD and the four subspaces.mp4

37.52MB

13. Singular value decomposition/4. SVD and the four subspaces.srt

9.39KB

13. Singular value decomposition/4. SVD and the four subspaces.vtt

8.22KB

13. Singular value decomposition/5. Spectral theory of matrices.mp4

116.58MB

13. Singular value decomposition/5. Spectral theory of matrices.srt

15.23KB

13. Singular value decomposition/5. Spectral theory of matrices.vtt

13.43KB

13. Singular value decomposition/6. SVD for low-rank approximations.mp4

67.66MB

13. Singular value decomposition/6. SVD for low-rank approximations.srt

13.09KB

13. Singular value decomposition/6. SVD for low-rank approximations.vtt

11.39KB

13. Singular value decomposition/7. Convert singular values to percent variance.mp4

72.94MB

13. Singular value decomposition/7. Convert singular values to percent variance.srt

14.54KB

13. Singular value decomposition/7. Convert singular values to percent variance.vtt

12.73KB

13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.mp4

49.77MB

13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.srt

11.74KB

13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.vtt

10.31KB

13. Singular value decomposition/9. Condition number of a matrix.mp4

52.99MB

13. Singular value decomposition/9. Condition number of a matrix.srt

10.45KB

13. Singular value decomposition/9. Condition number of a matrix.vtt

9.22KB

14. Quadratic form and definiteness/1. Exercises + code.html

55B

14. Quadratic form and definiteness/1.1 linalg_quadformDefinite.zip.zip

264.43KB

14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.mp4

31.34MB

14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.srt

7.86KB

14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.vtt

6.93KB

14. Quadratic form and definiteness/2. The quadratic form in algebra.mp4

65.98MB

14. Quadratic form and definiteness/2. The quadratic form in algebra.srt

14.7KB

14. Quadratic form and definiteness/2. The quadratic form in algebra.vtt

12.97KB

14. Quadratic form and definiteness/3. The quadratic form in geometry.mp4

64.71MB

14. Quadratic form and definiteness/3. The quadratic form in geometry.srt

14.66KB

14. Quadratic form and definiteness/3. The quadratic form in geometry.vtt

12.87KB

14. Quadratic form and definiteness/4. The normalized quadratic form.mp4

31.77MB

14. Quadratic form and definiteness/4. The normalized quadratic form.srt

7.88KB

14. Quadratic form and definiteness/4. The normalized quadratic form.vtt

6.95KB

14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4

81.33MB

14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.srt

13.72KB

14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.vtt

12.01KB

14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.mp4

45.26MB

14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.srt

7.17KB

14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.vtt

6.36KB

14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4

130.97MB

14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.srt

20.4KB

14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.vtt

17.94KB

14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.mp4

65.29MB

14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.srt

12.43KB

14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.vtt

10.97KB

14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.mp4

53.06MB

14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.srt

10.18KB

14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.vtt

8.92KB

15. Discount coupons for related courses/1. Bonus Links to related courses.html

2.27KB

2. Vectors/1. Exercises + code.html

80B

2. Vectors/1.1 linalg_vectors.zip.zip

385.18KB

2. Vectors/10. Vector orthogonality.html

144B

2. Vectors/11. Relative vector angles.html

144B

2. Vectors/12. Code challenge dot product sign and scalar multiplication.mp4

44.81MB

2. Vectors/12. Code challenge dot product sign and scalar multiplication.srt

14.41KB

2. Vectors/12. Code challenge dot product sign and scalar multiplication.vtt

12.56KB

2. Vectors/13. Code challenge is the dot product commutative.mp4

27.52MB

2. Vectors/13. Code challenge is the dot product commutative.srt

9.3KB

2. Vectors/13. Code challenge is the dot product commutative.vtt

8.11KB

2. Vectors/14. Vector Hadamard multiplication.mp4

12.14MB

2. Vectors/14. Vector Hadamard multiplication.srt

3KB

2. Vectors/14. Vector Hadamard multiplication.vtt

2.67KB

2. Vectors/15. Outer product.mp4

42.03MB

2. Vectors/15. Outer product.srt

10.5KB

2. Vectors/15. Outer product.vtt

9.27KB

2. Vectors/16. Vector cross product.mp4

44.38MB

2. Vectors/16. Vector cross product.srt

8.25KB

2. Vectors/16. Vector cross product.vtt

7.29KB

2. Vectors/17. Vectors with complex numbers.mp4

32.89MB

2. Vectors/17. Vectors with complex numbers.srt

10.02KB

2. Vectors/17. Vectors with complex numbers.vtt

8.85KB

2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).mp4

55.5MB

2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).srt

15.02KB

2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).vtt

13.16KB

2. Vectors/19. Interpreting and creating unit vectors.mp4

26.54MB

2. Vectors/19. Interpreting and creating unit vectors.srt

6.77KB

2. Vectors/19. Interpreting and creating unit vectors.vtt

5.97KB

2. Vectors/2. Algebraic and geometric interpretations of vectors.mp4

47.98MB

2. Vectors/2. Algebraic and geometric interpretations of vectors.srt

11.94KB

2. Vectors/2. Algebraic and geometric interpretations of vectors.vtt

10.5KB

2. Vectors/20. Code challenge dot products with unit vectors.mp4

44.88MB

2. Vectors/20. Code challenge dot products with unit vectors.srt

12.93KB

2. Vectors/20. Code challenge dot products with unit vectors.vtt

11.31KB

2. Vectors/21. Dimensions and fields in linear algebra.mp4

38.74MB

2. Vectors/21. Dimensions and fields in linear algebra.srt

9.66KB

2. Vectors/21. Dimensions and fields in linear algebra.vtt

8.53KB

2. Vectors/22. Subspaces.mp4

69.59MB

2. Vectors/22. Subspaces.srt

18.65KB

2. Vectors/22. Subspaces.vtt

16.36KB

2. Vectors/23. Subspaces vs. subsets.mp4

29.06MB

2. Vectors/23. Subspaces vs. subsets.srt

6.76KB

2. Vectors/23. Subspaces vs. subsets.vtt

5.96KB

2. Vectors/24. Span.mp4

59.92MB

2. Vectors/24. Span.srt

13.79KB

2. Vectors/24. Span.vtt

12.11KB

2. Vectors/25. In the span.html

144B

2. Vectors/26. Linear independence.mp4

75.69MB

2. Vectors/26. Linear independence.srt

19.33KB

2. Vectors/26. Linear independence.vtt

16.98KB

2. Vectors/27. Basis.mp4

50.94MB

2. Vectors/27. Basis.srt

14.11KB

2. Vectors/27. Basis.vtt

12.49KB

2. Vectors/3. Vector addition and subtraction.mp4

25.82MB

2. Vectors/3. Vector addition and subtraction.srt

7.45KB

2. Vectors/3. Vector addition and subtraction.vtt

6.65KB

2. Vectors/4. Vector-scalar multiplication.mp4

29.42MB

2. Vectors/4. Vector-scalar multiplication.srt

8.28KB

2. Vectors/4. Vector-scalar multiplication.vtt

7.33KB

2. Vectors/5. Vector-vector multiplication the dot product.mp4

32.38MB

2. Vectors/5. Vector-vector multiplication the dot product.srt

9.29KB

2. Vectors/5. Vector-vector multiplication the dot product.vtt

8.18KB

2. Vectors/6. Code challenge dot products with matrix columns.mp4

23.05MB

2. Vectors/6. Code challenge dot products with matrix columns.srt

8.74KB

2. Vectors/6. Code challenge dot products with matrix columns.vtt

7.66KB

2. Vectors/7. Vector length.mp4

23.82MB

2. Vectors/7. Vector length.srt

7.19KB

2. Vectors/7. Vector length.vtt

6.33KB

2. Vectors/8. Vector length in MATLAB.html

144B

2. Vectors/9. Dot product geometry sign and orthogonality.mp4

77.18MB

2. Vectors/9. Dot product geometry sign and orthogonality.srt

19.69KB

2. Vectors/9. Dot product geometry sign and orthogonality.vtt

17.31KB

3. Introduction to matrices/1. Exercises + code.html

75B

3. Introduction to matrices/1.1 linalg_matrices.zip.zip

166.28KB

3. Introduction to matrices/10. Complex matrices.mp4

6.77MB

3. Introduction to matrices/10. Complex matrices.srt

2.35KB

3. Introduction to matrices/10. Complex matrices.vtt

2.08KB

3. Introduction to matrices/11. Addition, equality, and transpose.html

144B

3. Introduction to matrices/12. Diagonal and trace.mp4

27.24MB

3. Introduction to matrices/12. Diagonal and trace.srt

7.14KB

3. Introduction to matrices/12. Diagonal and trace.vtt

6.35KB

3. Introduction to matrices/13. Code challenge linearity of trace.mp4

36.24MB

3. Introduction to matrices/13. Code challenge linearity of trace.srt

10.78KB

3. Introduction to matrices/13. Code challenge linearity of trace.vtt

9.41KB

3. Introduction to matrices/2. Matrix terminology and dimensionality.mp4

40.84MB

3. Introduction to matrices/2. Matrix terminology and dimensionality.srt

9.76KB

3. Introduction to matrices/2. Matrix terminology and dimensionality.vtt

8.67KB

3. Introduction to matrices/3. Matrix sizes and dimensionality.html

144B

3. Introduction to matrices/4. A zoo of matrices.mp4

55.12MB

3. Introduction to matrices/4. A zoo of matrices.srt

14.14KB

3. Introduction to matrices/4. A zoo of matrices.vtt

12.53KB

3. Introduction to matrices/5. Can the matrices be concatenated.html

144B

3. Introduction to matrices/6. Matrix addition and subtraction.mp4

27.07MB

3. Introduction to matrices/6. Matrix addition and subtraction.srt

7.38KB

3. Introduction to matrices/6. Matrix addition and subtraction.vtt

6.53KB

3. Introduction to matrices/7. Matrix-scalar multiplication.mp4

7.97MB

3. Introduction to matrices/7. Matrix-scalar multiplication.srt

2.01KB

3. Introduction to matrices/7. Matrix-scalar multiplication.vtt

1.8KB

3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.mp4

25.27MB

3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.srt

6.89KB

3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.vtt

6.01KB

3. Introduction to matrices/9. Transpose.mp4

31.32MB

3. Introduction to matrices/9. Transpose.srt

8.3KB

3. Introduction to matrices/9. Transpose.vtt

7.3KB

4. Matrix multiplications/1. Exercises + code.html

87B

4. Matrix multiplications/1.1 linalg_matrixMult.zip.zip

214.85KB

4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.mp4

65.02MB

4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.srt

13.46KB

4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.vtt

11.74KB

4. Matrix multiplications/11. Additive and multiplicative matrix identities.mp4

25.26MB

4. Matrix multiplications/11. Additive and multiplicative matrix identities.srt

6.33KB

4. Matrix multiplications/11. Additive and multiplicative matrix identities.vtt

5.55KB

4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.mp4

54.23MB

4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.srt

14.53KB

4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.vtt

12.81KB

4. Matrix multiplications/13. Hadamard (element-wise) multiplication.mp4

11.93MB

4. Matrix multiplications/13. Hadamard (element-wise) multiplication.srt

3.17KB

4. Matrix multiplications/13. Hadamard (element-wise) multiplication.vtt

2.82KB

4. Matrix multiplications/14. Matrix operation equality.html

144B

4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.mp4

34.19MB

4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.srt

10.54KB

4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.vtt

9.29KB

4. Matrix multiplications/16. Multiplication of two symmetric matrices.mp4

49.74MB

4. Matrix multiplications/16. Multiplication of two symmetric matrices.srt

12.33KB

4. Matrix multiplications/16. Multiplication of two symmetric matrices.vtt

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4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4

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4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.srt

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4. Matrix multiplications/18. Frobenius dot product.mp4

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4. Matrix multiplications/19. What about matrix division.mp4

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4. Matrix multiplications/2. Introduction to standard matrix multiplication.mp4

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4. Matrix multiplications/3. Four ways to think about matrix multiplication.mp4

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4. Matrix multiplications/3. Four ways to think about matrix multiplication.srt

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4. Matrix multiplications/4. Code challenge matrix multiplication by layering.mp4

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4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.mp4

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4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.srt

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4. Matrix multiplications/6. Order-of-operations on matrices.mp4

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4. Matrix multiplications/7. Matrix-vector multiplication.mp4

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4. Matrix multiplications/8. Find the missing value!.html

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4. Matrix multiplications/9. 2D transformation matrices.mp4

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5. Matrix rank/1. Exercises + code.html

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5. Matrix rank/1.1 linalg_matrixRank.zip.zip

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5. Matrix rank/10. Code challenge rank of multiplied and summed matrices.mp4

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5. Matrix rank/12. Code challenge is this vector in the span of this set.mp4

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5. Matrix rank/2. Rank concepts, terms, and applications.mp4

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5. Matrix rank/7. Code challenge scalar multiplication and rank.mp4

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6. Matrix spaces/1. Exercises + code.html

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6. Matrix spaces/7. Example of the four subspaces.mp4

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6. Matrix spaces/8. More on Ax=b and Ax=0.mp4

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7. Solving systems of equations/1. Exercises + code.html

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7. Solving systems of equations/1.1 linalg_systems.zip.zip

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7. Solving systems of equations/2. Systems of equations algebra and geometry.mp4

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7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.mp4

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7. Solving systems of equations/8. Matrix spaces after row reduction.mp4

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8. Matrix determinant/1. Exercises.html

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8. Matrix determinant/2. Determinant concept and applications.mp4

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8. Matrix determinant/3. Code challenge determinant of small and large singular matrices.mp4

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8. Matrix determinant/6. Code challenge determinant of shifted matrices.mp4

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8. Matrix determinant/7. Find matrix values for a given determinant.mp4

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9. Matrix inverse/1. Exercises + code.html

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9. Matrix inverse/1.1 linalg_inverse.zip.zip

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9. Matrix inverse/10. Code challenge pseudoinverse of invertible matrices.mp4

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9. Matrix inverse/2. Matrix inverse Concept and applications.mp4

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9. Matrix inverse/4. The MCA algorithm to compute the inverse.mp4

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9. Matrix inverse/5. Computing the inverse via row reduction.mp4

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9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.mp4

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9. Matrix inverse/7. Left inverse and right inverse.mp4

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9. Matrix inverse/8. Proof the inverse is unique.mp4

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9. Matrix inverse/9. Pseudo-inverse, part 1.mp4

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